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The art of using t-SNE for single-cell transcriptomics
scientific article published on 28 November 2019
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scholarly article
1 reference
stated in
Europe PubMed Central
PMC publication ID
6882829
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31780648%20AND%20SRC:MED&resulttype=core&format=json
retrieved
23 April 2020
title
The art of using t-SNE for single-cell transcriptomics
(English)
1 reference
stated in
Europe PubMed Central
PMC publication ID
6882829
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31780648%20AND%20SRC:MED&resulttype=core&format=json
retrieved
23 April 2020
main subject
transcriptomics
1 reference
based on heuristic
inferred from title
t-Distributed Stochastic Neighbor Embedding
1 reference
based on heuristic
inferred from title
author
Dmitry Kobak
series ordinal
1
1 reference
stated in
Europe PubMed Central
PMC publication ID
6882829
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31780648%20AND%20SRC:MED&resulttype=core&format=json
retrieved
23 April 2020
Philipp Berens
series ordinal
2
1 reference
stated in
Europe PubMed Central
PMC publication ID
6882829
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31780648%20AND%20SRC:MED&resulttype=core&format=json
retrieved
23 April 2020
publication date
28 November 2019
1 reference
stated in
Europe PubMed Central
PMC publication ID
6882829
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31780648%20AND%20SRC:MED&resulttype=core&format=json
retrieved
23 April 2020
published in
Nature Communications
1 reference
stated in
Europe PubMed Central
PMC publication ID
6882829
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31780648%20AND%20SRC:MED&resulttype=core&format=json
retrieved
23 April 2020
volume
10
1 reference
stated in
Europe PubMed Central
PMC publication ID
6882829
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31780648%20AND%20SRC:MED&resulttype=core&format=json
retrieved
23 April 2020
issue
1
1 reference
stated in
Europe PubMed Central
PMC publication ID
6882829
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31780648%20AND%20SRC:MED&resulttype=core&format=json
retrieved
23 April 2020
page(s)
5416
1 reference
stated in
Europe PubMed Central
PMC publication ID
6882829
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31780648%20AND%20SRC:MED&resulttype=core&format=json
retrieved
23 April 2020
describes a project that uses
Jupyter notebook file
1 reference
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PubMed Central
cites work
Entering the era of single-cell transcriptomics in biology and medicine
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1038%2FS41467-019-13056-X
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Disentangling neural cell diversity using single-cell transcriptomics
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1038%2FS41467-019-13056-X
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Shared and distinct transcriptomic cell types across neocortical areas
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1038%2FS41467-019-13056-X
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Single-cell transcriptomics of 20 mouse organs creates a Tabula Muris
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1038%2FS41467-019-13056-X
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Molecular Architecture of the Mouse Nervous System
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1038%2FS41467-019-13056-X
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Mapping the Mouse Cell Atlas by Microwell-Seq.
1 reference
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Crossref
reference URL
https://api.crossref.org/works/10.1038%2FS41467-019-13056-X
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Molecular Diversity and Specializations among the Cells of the Adult Mouse Brain
1 reference
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Crossref
reference URL
https://api.crossref.org/works/10.1038%2FS41467-019-13056-X
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
The single-cell transcriptional landscape of mammalian organogenesis
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1038%2FS41467-019-13056-X
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
UMAP: Uniform Manifold Approximation and Projection
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1038%2FS41467-019-13056-X
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Dimensionality reduction for visualizing single-cell data using UMAP
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1038%2FS41467-019-13056-X
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
How to Use t-SNE Effectively
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1038%2FS41467-019-13056-X
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Automated optimized parameters for T-distributed stochastic neighbor embedding improve visualization and analysis of large datasets
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1038%2FS41467-019-13056-X
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Fast interpolation-based t-SNE for improved visualization of single-cell RNA-seq data
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1038%2FS41467-019-13056-X
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
viSNE enables visualization of high dimensional single-cell data and reveals phenotypic heterogeneity of leukemia
1 reference
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Crossref
reference URL
https://api.crossref.org/works/10.1038%2FS41467-019-13056-X
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Visual analysis of mass cytometry data by hierarchical stochastic neighbour embedding reveals rare cell types.
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1038%2FS41467-019-13056-X
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7 January 2021
based on heuristic
inferred from DOI database lookup
Application of t-SNE to human genetic data
1 reference
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Crossref
reference URL
https://api.crossref.org/works/10.1038%2FS41467-019-13056-X
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
SCANPY: large-scale single-cell gene expression data analysis.
1 reference
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Crossref
reference URL
https://api.crossref.org/works/10.1038%2FS41467-019-13056-X
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7 January 2021
based on heuristic
inferred from DOI database lookup
Highly Parallel Genome-wide Expression Profiling of Individual Cells Using Nanoliter Droplets
1 reference
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Crossref
reference URL
https://api.crossref.org/works/10.1038%2FS41467-019-13056-X
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Comprehensive Classification of Retinal Bipolar Neurons by Single-Cell Transcriptomics
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1038%2FS41467-019-13056-X
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Classes and continua of hippocampal CA1 inhibitory neurons revealed by single-cell transcriptomics
1 reference
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Crossref
reference URL
https://api.crossref.org/works/10.1038%2FS41467-019-13056-X
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7 January 2021
based on heuristic
inferred from DOI database lookup
Electrophysiological, transcriptomic and morphologic profiling of single neurons using Patch-seq
1 reference
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Crossref
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https://api.crossref.org/works/10.1038%2FS41467-019-13056-X
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
scmap: projection of single-cell RNA-seq data across data sets
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1038%2FS41467-019-13056-X
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Mapping the stereotyped behaviour of freely moving fruit flies.
1 reference
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Crossref
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https://api.crossref.org/works/10.1038%2FS41467-019-13056-X
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Adult mouse cortical cell taxonomy revealed by single cell transcriptomics
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1038%2FS41467-019-13056-X
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Clustering with t-SNE, provably
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1038%2FS41467-019-13056-X
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Pax6, Tbr2, and Tbr1 are expressed sequentially by radial glia, intermediate progenitor cells, and postmitotic neurons in developing neocortex
1 reference
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Crossref
reference URL
https://api.crossref.org/works/10.1038%2FS41467-019-13056-X
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Developmental Emergence of Adult Neural Stem Cells as Revealed by Single-Cell Transcriptional Profiling
1 reference
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Crossref
reference URL
https://api.crossref.org/works/10.1038%2FS41467-019-13056-X
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
bigSCale: an analytical framework for big-scale single-cell data.
1 reference
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Crossref
reference URL
https://api.crossref.org/works/10.1038%2FS41467-019-13056-X
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7 January 2021
based on heuristic
inferred from DOI database lookup
Identification of cell types in a mouse brain single-cell atlas using low sampling coverage
1 reference
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Crossref
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https://api.crossref.org/works/10.1038%2FS41467-019-13056-X
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7 January 2021
based on heuristic
inferred from DOI database lookup
Heavy-tailed kernels reveal a finer cluster structure in t-SNE visualisations
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1038%2FS41467-019-13056-X
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Generalizable and Scalable Visualization of Single-Cell Data Using Neural Networks
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1038%2FS41467-019-13056-X
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Interpretable dimensionality reduction of single cell transcriptome data with deep generative models.
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1038%2FS41467-019-13056-X
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Hierarchical Stochastic Neighbor Embedding
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1038%2FS41467-019-13056-X
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
PAGA: graph abstraction reconciles clustering with trajectory inference through a topology preserving map of single cells
1 reference
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Crossref
reference URL
https://api.crossref.org/works/10.1038%2FS41467-019-13056-X
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7 January 2021
based on heuristic
inferred from DOI database lookup
Approximated and User Steerable tSNE for Progressive Visual Analytics.
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1038%2FS41467-019-13056-X
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7 January 2021
based on heuristic
inferred from DOI database lookup
M3Drop: dropout-based feature selection for scRNASeq
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1038%2FS41467-019-13056-X
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Massively parallel digital transcriptional profiling of single cells
1 reference
stated in
Crossref
reference URL
https://api.crossref.org/works/10.1038%2FS41467-019-13056-X
retrieved
7 January 2021
based on heuristic
inferred from DOI database lookup
Identifiers
DOI
10.1038/S41467-019-13056-X
1 reference
stated in
Europe PubMed Central
PMC publication ID
6882829
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31780648%20AND%20SRC:MED&resulttype=core&format=json
retrieved
23 April 2020
ADS bibcode
2019NatCo..10.5416K
0 references
PMC publication ID
6882829
1 reference
stated in
Europe PubMed Central
PMC publication ID
6882829
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31780648%20AND%20SRC:MED&resulttype=core&format=json
retrieved
23 April 2020
PubMed publication ID
31780648
1 reference
stated in
Europe PubMed Central
PMC publication ID
6882829
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31780648%20AND%20SRC:MED&resulttype=core&format=json
retrieved
23 April 2020
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